[ 机器学习 - 吴恩达 ] | 1-1 Welcome

Machine Learning

• Grew out of work in AI

• New capability for computers

Examples

• Database mining

  Large datasets from growth of automation(自动化)/web.
  Eg., Web click data, medical records, biology(生物学), engineering

• Appications can't program by hand

  E.g., Autonomous(自主性) helicopter, handwriting recognition, most of Natural Language Processing (NLP), Computer Vision.

• Self-customizing programs

  E.g., Amazon, Netflix product recommendations

• Understanding human learning (brain, real AI)